We obtain country-level COVID-19 outbreak data from Johns Hopkins University Coronavirus Resource Center25. The dataset includes the daily numbers of confirmed COVID-19 cases and the numbers of COVID-19 deaths reported by 188 countries between January 22, 2020 and October 15, 2020. Since the timing of the outbreak differs from country to country, we construct a dataset that tracks each country from the day before the first confirmed death and up to 210 days after the “onset.”

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